Name: Yuxiang Zhang
Type: User
Company: Beijing Institute of Technology
Bio: Research interests: Transfer learning, domain adaptation, domain generalization, hyperspectral imagery processing.
Location: Beijing, China
Blog: https://scholar.google.com/citations?hl=zh-CN&user=GDaXojIAAAAJ
Yuxiang Zhang's Projects
Accompanying code for the paper 'AeroRIT: AeroRIT: A New Scene for Hyperspectral Image Analysis'
Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~
deep learning for image processing including classification and object-detection etc.
Deep learning toolbox based on PyTorch for hyperspectral data classification.
All about domain generalization
Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification, IEEE TGRS, 2023.
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification, IEEE TIP, 2023.
Graph Information Aggregation Cross-domain Few-shot Learning for Hyperspectral Image Classification. IEEE TNNLS, 2022.
Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习